Towards combining interactive mobile TV and smart spaces : architectures, tools and application development

Technological developments in microprocessors and ICT landscape have made a shift to a new era where computing power is embedded in numerous small distributed objects and devices in our everyday lives. These small computing devices are ne-tuned to perform a particular task and are increasingly reaching our society at every level. For example, home appliances such as programmable washing machines, microwave ovens etc., employ several sensors to improve performance and convenience. Similarly, cars have on-board computers that use information from many di erent sensors to control things such as fuel injectors, spark plug etc., to perform their tasks e ciently. These individual devices make life easy by helping in taking decisions and removing the burden from their users. All these objects and devices obtain some piece of information about the physical environment. Each of these devices is an island with no proper connectivity and information sharing between each other. Sharing of information between these heterogeneous devices could enable a whole new universe of innovative and intelligent applications. The information sharing between the devices is a diffcult task due to the heterogeneity and interoperability of devices. Smart Space vision is to overcome these issues of heterogeneity and interoperability so that the devices can understand each other and utilize services of each other by information sharing. This enables innovative local mashup applications based on shared data between heterogeneous devices. Smart homes are one such example of Smart Spaces which facilitate to bring the health care system to the patient, by intelligent interconnection of resources and their collective behavior, as opposed to bringing the patient into the health system. In addition, the use of mobile handheld devices has risen at a tremendous rate during the last few years and they have become an essential part of everyday life. Mobile phones o er a wide range of different services to their users including text and multimedia messages, Internet, audio, video, email applications and most recently TV services. The interactive TV provides a variety of applications for the viewers. The combination of interactive TV and the Smart Spaces could give innovative applications that are personalized, context-aware, ubiquitous and intelligent by enabling heterogeneous systems to collaborate each other by sharing information between them. There are many challenges in designing the frameworks and application development tools for rapid and easy development of these applications. The research work presented in this thesis addresses these issues. The original publications presented in the second part of this thesis propose architectures and methodologies for interactive and context-aware applications, and tools for the development of these applications. We demonstrated the suitability of our ontology-driven application development tools and rule basedapproach for the development of dynamic, context-aware ubiquitous iTV applications.

Lebesgue and Sobolev spaces with variable exponents

Kirjallisuusarvostelu

Mediating the Immediate – Endogenous meanings and simulated narratives in ludic spaces

The thesis discusses games and the gaming experience. It is divided into two main sections; the first examines games in general, while the second concentrates exclusively on electronic games. The text approaches games from two distinct directions by looking at both their spatiality and their narrativity at the same time. These two points of view are combined right from the beginning of the text as they are used in conceptualising the nature of the gaming experience. The purpose of the thesis is to investigate two closely related issues concerning both the field of game studies and the nature of games. In regard to studying games, the focus is placed on the juxtaposition of ludology and narratology, which acts as a framework for looking at gaming. In addition to aiming to find out whether or not it is possible to undermine the said state of affairs through the spatiality of games, the text looks at the interrelationships of games and their spaces as well as the role of narratives in those spaces. The thesis is characterised by discussing alternative points of view and its hypothetical nature. During the text, it becomes apparent that the relationship between games and narratives is strongly twofold: on one hand, the player continuously narrativizes the states the game is in while playing, while the narratives residing within the game space form their own partially separate narrative spaces, on the other. These spaces affect the conception the player has of the game states and the events taking place in the game space itself.

Color ad spectral image assessment using novel quality and fidelity techniques

The ongoing development of the digital media has brought a new set of challenges with it. As images containing more than three wavelength bands, often called spectral images, are becoming a more integral part of everyday life, problems in the quality of the RGB reproduction from the spectral images have turned into an important area of research. The notion of image quality is often thought to comprise two distinctive areas – image quality itself and image fidelity, both dealing with similar questions, image quality being the degree of excellence of the image, and image fidelity the measure of the match of the image under study to the original. In this thesis, both image fidelity and image quality are considered, with an emphasis on the influence of color and spectral image features on both. There are very few works dedicated to the quality and fidelity of spectral images. Several novel image fidelity measures were developed in this study, which include kernel similarity measures and 3D-SSIM (structural similarity index). The kernel measures incorporate the polynomial, Gaussian radial basis function (RBF) and sigmoid kernels. The 3D-SSIM is an extension of a traditional gray-scale SSIM measure developed to incorporate spectral data. The novel image quality model presented in this study is based on the assumption that the statistical parameters of the spectra of an image influence the overall appearance. The spectral image quality model comprises three parameters of quality: colorfulness, vividness and naturalness. The quality prediction is done by modeling the preference function expressed in JNDs (just noticeable difference). Both image fidelity measures and the image quality model have proven to be effective in the respective experiments.

Computational Techniques for Spectral Image Analysis

Multispectral images are becoming more common in the field of remote sensing, computer vision, and industrial applications. Due to the high accuracy of the multispectral information, it can be used as an important quality factor in the inspection of industrial products. Recently, the development on multispectral imaging systems and the computational analysis on the multispectral images have been the focus of a growing interest. In this thesis, three areas of multispectral image analysis are considered. First, a method for analyzing multispectral textured images was developed. The method is based on a spectral cooccurrence matrix, which contains information of the joint distribution of spectral classes in a spectral domain. Next, a procedure for estimating the illumination spectrum of the color images was developed. Proposed method can be used, for example, in color constancy, color correction, and in the content based search from color image databases. Finally, color filters for the optical pattern recognition were designed, and a prototype of a spectral vision system was constructed. The spectral vision system can be used to acquire a low dimensional component image set for the two dimensional spectral image reconstruction. The data obtained by the spectral vision system is small and therefore convenient for storing and transmitting a spectral image.

Novel Regression Methods For Spectral Data

Singular Value Decomposition (SVD), Principal Component Analysis (PCA) and Multiple Linear Regression (MLR) are some of the mathematical pre- liminaries that are discussed prior to explaining PLS and PCR models. Both PLS and PCR are applied to real spectral data and their di erences and similarities are discussed in this thesis. The challenge lies in establishing the optimum number of components to be included in either of the models but this has been overcome by using various diagnostic tools suggested in this thesis. Correspondence analysis (CA) and PLS were applied to ecological data. The idea of CA was to correlate the macrophytes species and lakes. The di erences between PLS model for ecological data and PLS for spectral data are noted and explained in this thesis. i

Conventional and nonconventional Kramers-Kronig analysis in optical spectroscopy

This Master’s Thesis is dedicated to the investigation and testing conventional and nonconventional Kramers-Kronig relations on simulated and experimentally measured spectra. It is done for both linear and nonlinear optical spectral data. Big part of attention is paid to the new method of obtaining complex refractive index from a transmittance spectrum without direct information of the sample thickness. The latter method is coupled with terahertz tome-domain spectroscopy and Kramers-Kronig analysis applied for testing the validity of complex refractive index. In this research precision of data inversion is evaluated by root-mean square error. Testing of methods is made over different spectral range and implementation of this methods in future is considered.

Motiivit ja niiden muutos teleoperaattoreiden yrityskaupoissa

Tutkimuksen päätavoite oli tunnistaa tavallisimmat motiivit teleoperaattoreiden yrityskauppojen taustalla sekä motiiveissa mahdollisesti havaittavat muutokset tarkasteluajanjaksolla vuodesta 2000 kesään 2006 asti. Tutkimusmetodologia on case-tutkimus ja casetapauksina analysoitiin Soneran ja Telian fuusiota sekä Elisan toteuttamaa Saunalahden ostoa. Tutkimus perustui aikaisempaan kirjallisuuteen ja varsinkin empiriaosa toimialan yrityskauppoja kuvaaviin lehtiartikkeleihin ja yritysten itsensä yrityskaupan yhteydessä julkaisemaan materiaaliin. Tutkimuksessa ei löydetty uusia motiiveja. Kuitenkin havaittiin, että tarkasteluajanjaksolla tapahtuneet toimialan muutokset vaikuttivat teleoperaattoreiden yrityskauppojen motiiveihin. Vuosituhannen vaihteen imperiuminrakentamiskaupoissatavallisimpia olivat strategiset ja henkilökohtaiset motiivit. Toimialan taloudellisen tilanteen heikennyttyä seurasivat taloudellisten syiden painoarvoa lisänneet selviytymiskaupat. Nyt strategiset syyt ovat nousseet uudelleen taloudellisten syiden rinnalle, kun toimiala etsii uusia mahdollisuuksia lisätuottojen hankkimiseen hintakilpailun kiristämille markkinoilla.

Spektrikuvien tiivistäminen itseorganisoituvan kartan avulla.

Vuosi vuodelta kasvava tietokoneiden prosessointikyky on mahdollistanut harmaataso- ja RGB-värikuvia tarkempien spektrikuvien käsittelyn järjellisessä ajassa ilman suuria kustannuksia. Ongelmana on kuitenkin, ettei talletus- ja tiedonsiirtomedia ole kehittynyt prosessointikyvyn vauhdissa. Ratkaisu tähän ongelmaan on spektrikuvien tiivistäminen talletuksen ja tiedonsiirron ajaksi. Tässä työssä esitellään menetelmä, jossa spektrikuva tiivistetään kahdessa vaiheessa: ensin ryhmittelemällä itseorganisoituvan kartan (SOM) avulla ja toisessa vaiheessa jatketaan tiivistämistä perinteisin menetelmin. Saadut tiivistyssuhteet ovat merkittäviä vääristymän pysyessä siedettävänä. Työ on tehty Lappeenrannan teknillisen korkeakoulun Tietotekniikan osaston Tietojenkäsittelytekniikan tutkimuslaboratoriossa osana laajempaa kuvantiivistyksen tutkimushanketta.

Laajakaistaliitynnät - xDSL-tekniikat ja muut vaihtoehdot

Tietoliikenteen suuria linjoja ovat mm. siirtonopeuksien kasvu, IP-tekniikan yleistyminen ja Internet-liitäntöjen kautta käytettävien palvelujen valtaisa lisääntyminen. Kotien verkkoliitännöissä eräänä haasteena on vielä tarjota kohtuullisilla kustannuksilla suuri liikennöintikapasiteetti, mikä voidaan tehdä usealla eri tavalla. Kotien laajakaistaiseen tulevaisuuteen johtaakin useita polkuja, joita tässä diplomityössä on kartoitettu. Työssä on esitelty erilaisia kotitalouksiin soveltuvia nopeita langallisia ja langattomia liitäntätekniikoita. Painopiste on nykyisessä valtavirrassa, kuparikaapelia käyttävässä xDSL-tekniikkaperheessä ja niihin pohjautuvissa verkoissa mukaan lukien ATM-pohjaiset runkoverkot Käytännön liitäntöjen laatua ja toimivuutta on selvitetty mittaamalla perinteistä ADSL-liitäntää sekä uudempaa tekniikkaa edustavaa SHDSL-liitäntää. Liittymiä mitattiin sekä xDSL-mittarilla että spektrianalysaattorilla. Mittauksissa kiinnitettiin huomiota kupariparien toimintaan, kuormituksen ja häiriöiden vaikutukseen sekä liittymän toimintaan käyttäjän kannalta. Mittauksissa todettiin, että kuparikaapeli sietää hyvin häiriöitä myös uusien tekniikoiden käytössä. Tulevaisuutta kartoitettiin haastattelututkimuksella, josta työhön on koostettu operaattoreiden, konsulttien ja käyttäjien näkemyksiä laajakaistaliitäntöjen ja niiden kautta saatavien palveluiden kehittymisestä. Tehty tutkimus osoittaa, että ADSL-tekniikka hyödyntää hyvin sille varattuja taajuusalueita. SHDSL-tekniikassa voidaan lähettää ja vastaanottaa suuria datamääriä molempiin suuntiin.

Many valued algebraic structures as measures of comparison

This thesis studies the properties and usability of operators called t-norms, t-conorms, uninorms, as well as many valued implications and equivalences. Into these operators, weights and a generalized mean are embedded for aggregation, and they are used for comparison tasks and for this reason they are referred to as comparison measures. The thesis illustrates how these operators can be weighted with a differential evolution and aggregated with a generalized mean, and the kinds of measures of comparison that can be achieved from this procedure. New operators suitable for comparison measures are suggested. These operators are combination measures based on the use of t-norms and t-conorms, the generalized 3_-uninorm and pseudo equivalence measures based on S-type implications. The empirical part of this thesis demonstrates how these new comparison measures work in the field of classification, for example, in the classification of medical data. The second application area is from the field of sports medicine and it represents an expert system for defining an athlete's aerobic and anaerobic thresholds. The core of this thesis offers definitions for comparison measures and illustrates that there is no actual difference in the results achieved in comparison tasks, by the use of comparison measures based on distance, versus comparison measures based on many valued logical structures. The approach has been highly practical in this thesis and all usage of the measures has been validated mainly by practical testing. In general, many different types of operators suitable for comparison tasks have been presented in fuzzy logic literature and there has been little or no experimental work with these operators.

Osaamiskeskittymien uusia kehityssuuntia

Kirjallisuusarvostelu

Challenges in transferring the hydropower control centre

Euroopan sähkömarkkinat ovat viime vuosikymmeninä olleet suurien muutoksien kohteena näiden yhtenäistämisprojektin seurauksena. Fortum, yksi Euroopan johtavista energia-alan yrityksistä valmistautuu tähän muutokseen toteuttamalla omia yrityksen sisäisiä muutoksia, tavoitteenaan yksinkertaistaa organisaatiorakennettaan ja parantaa tehokkuuttaan. Yksi suuri muutos tähän liittyen on vesivoimavalvomojen lokalisaatioprojekti. Vesivoimavalvomojen uudelleenlokalisaation ja vesivoiman käytönvalvojien ikääntymisen myötä nähtiin tarpeelliseksi tehdä tutkimus käytönvalvojien hiljaisesta tiedosta. Näin ollen, tässä diplomityössä perehdyttiin Fortumin vesivoiman käytönvalvojien kompetensseihin ja näiden hiljaiseen tietoon. Tutkimusaiheena oli selvittää minkälaista hiljaista tietoa käytönvalvojat omaavat, ja mikä osa tästä tiedosta muodostaa sen kriittisen osaamisen, jota halutaan säilyttää ja kehittää. Tutkimustyypiksi muodostui kvalitatiivinen, jonka päämetodi oli puoli-avoin haastattelu. Tutkimus koostui seuraavista vaiheista: tarkkailu, tekstianalyysi, haastattelu, transkriptio ja data analyysi. Haastatteluja tehtiin kahdeksan, joista kerääntyi yli 24 tuntia haastattelumateriaalia. Tästä materiaalista muodostettiin analyysien avulla taulukko, jonka avulla tunnistettiin ne osa-alueet, joihin käytönvalvojan tärkeimmät kompetenssit liittyvät. Tuloksilla saatiin myös kerättyä lista korjaus- ja kehityskohteista, sekä tarkemmat määritykset jatkotutkimukselle.

A Business Incubator, Accelerator, or Coworking Space? Case Health Innovation Village at GE

Health Innovation Village at GE is one of the new communities targeted for startup and growth-oriented companies. It has been established at the premises of a multinational conglomerate that will promote networking and growth of startup companies. The concept combines features from traditional business incubators, accelerators, and coworking spaces. This research compares Health Innovation Village to these concepts regarding its goals, target clients, source of income, organization, facilities, management, and success factors. In addition, a new incubator classification model is introduced. On the other hand, Health Innovation Village is examined from its tenants’ perspective and improvements are suggested. The work was implemented as a qualitative case study by interviewing GE staff with connections to Health Innovation Village as well as startup entrepreneurs and employees’ working there. The most evident features of Health Innovation Village correspond to those of business incubators although it is atypical as a non-profit corporate business incubator. Strong network orientation and connections to venture capitalists are common characteristics of these new types of accelerators. The design of the premises conforms to the principles of coworking spaces, but the services provided to the startup companies are considerably more versatile than the services offered by coworking spaces. The advantages of Health Innovation Village are that there are first-class premises and exceptionally good networking possibilities that other types of incubators or accelerators are not able to offer. A conglomerate can also provide multifaceted special knowledge for young firms. In addition, both GE and the startups gained considerable publicity through their cooperation, indeed a characteristic that benefits both parties. Most of the expectations of the entrepreneurs were exceeded. However, communication and the scope of cooperation remain challenges. Micro companies spend their time developing and marketing their products and acquiring financing. Therefore, communication should be as clear as possible and accessible everywhere. The startups would prefer to cooperate significantly more, but few have the time available to assume the responsibility of leadership. The entrepreneurs also expected to have more possibilities for cooperation with GE. Wider collaboration might be accomplished by curation in the same way as it is used in the well-functioning coworking spaces where curators take care of practicalities and promote cooperation. Communication issues could be alleviated if the community had its own Intranet pages where all information could be concentrated. In particular, a common calendar and a room reservation system could be useful. In addition, it could be beneficial to have a section of the Intranet open for both the GE staff and the startups so that those willing to share their knowledge and those having project offers could use it for advertising.